Qual is an AI-powered qualitative research platform that enables teams to conduct dynamic, conversational interviews at scale. It replaces manual data collection with adaptive intelligence that probes, listens, and learns in real-time to uncover deep human insights. The platform provides tools for live synthesis, knowledge graph visualization, and automated reporting to accelerate the path from raw data to actionable strategic recommendations.

LLM mention score The LLM mention score is the total number of mentions of this brand in different LLM chatbots, normalized to the scale from 0 to 100. You can get actual, non-normalized numbers via the LLM Mention API from DataForSEO.

Normalized 0–100 · last 8 weeks

DataForSEO API

Get LLM mention data of any company via DataForSEO API

Get access to the structured data on keyword, brand, and website mentions in LLMs, including metrics like AI search volume, impressions, and mentions count. 

How to get LLM mention data →
// Fetch Qual mentions
POST v3/ai_optimization/llm_mentions/search/live
[
    {
        "target": [
            {
                "keyword": "Qual",
                "search_scope": ["any"]
            }
        ],
        "platform": "chat_gpt",
        "order_by" : ["ai_search_volume,desc"]
    }
]